Exploiting Prosody for Syntactic Analysis in Automatic Speech Understanding
نویسندگان
چکیده
منابع مشابه
Prosody Modeling for Automatic Speech Recognition and Understanding
This paper summarizes statistical modeling approaches for the use of prosody (the rhythm and melody of speech) in automatic recognition and understanding of speech. We outline effective prosodic feature extraction, model architectures, and techniques to combine prosodic with lexical (word-based) information. We then survey a number of applications of the framework, and give results for automati...
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Speech prosody is known to be central in advanced communication technologies. However, despite the advances of theoretical studies in speech prosody, so far, no large scale prosody annotated resources that would facilitate empirical research and the development of empirical computational approaches are available. This is to a large extent due to the fact that current common prosody annotation c...
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This study examined whether phrasal prosody can impact toddlers' syntactic analysis. French noun-verb homophones were used to create locally ambiguous test sentences (e.g., using the homophone as a noun: [le bébésouris] [a bien mangé] - [the baby mouse] [ate well] or using it as a verb: [le bébé] [sourità sa maman] - [the baby] [smiles to his mother], where brackets indicate prosodic phrase bou...
متن کاملProsody Variation: Application to Automatic Prosody Evaluation of Mandarin Speech
Prosody evaluation is an essential part of computer-aided language learning system. In the paper, prosodic variability among inter-speakers is investigated based on a database containing eight repetitions of 200 sentences. For Mandarin of reading style, its variability can be analyzed from rhythm, intonation and tone. Experimental results show that the mean correlation of tone between inter-spe...
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Prosody has long been studied as an important knowledge source for speech understanding. In recent years there has been a large amount of computational work aimed at prosodic modeling for automatic speech recognition and understanding. Whereas most current approaches to speech processing model only the words, prosody provides an additional knowledge source that is inherent in, and exclusive to,...
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ژورنال
عنوان ژورنال: Journal of Language Modelling
سال: 2012
ISSN: 2299-8470,2299-856X
DOI: 10.15398/jlm.v0i1.31